What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.
GeneratorWordAWSmissing files
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specializ
- References files that are not bundled: FORMS.md, REFERENCE.md, EXAMPLES.md
- 17 referenced file(s) missing: FORMS.md, REFERENCE.md, EXAMPLES.md
- Does not say what the result is
clawhub · ↓ 101 330 ★ 337
IntegrationSlackGitHubmissing files
Call third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected.
Use this skill when the user names a connected app and a co
- References files that are not bundled: references/time/triggers.md, references/instantly/README.md, references/jira/README.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
clawhub · ↓ 86 613 ★ 394
Procedure
Advanced desktop automation with mouse, keyboard, and screen control
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
clawhub · ↓ 61 731 ★ 381
Integration
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 92 525 ★ 219
Analyzer
Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detec
- 12 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 58 419 ★ 257
Analyzermissing files
Security gate for skills. Every new skill MUST pass SkillScan before use. Activate on any install, load, add, evaluate, or safety question about a skill. On first load, run first-r
- References files that are not bundled: scripts/.first_run_done
- 1 referenced file(s) missing: scripts/.first_run_done
- Does not say what the result is
clawhub · ↓ 182 397 ★ 41
Integrationmissing files
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy ma
- References files that are not bundled: assets/gep/genes.json, assets/gep/capsules.json, assets/gep/events.jsonl
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 11 top-level sections: this looks like several domains in one skill
clawhub · ↓ 88 158 ★ 86
IntegrationYouTubeStripemissing files
YouTube Data API integration with managed OAuth. Search videos, manage playlists, access channel data, and interact with comments. Use this skill when users want to interact with Y
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 28 788 ★ 145
Integrationmissing files
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
- References files that are not bundled: url
- 1 referenced file(s) missing: url
- Does not say what the result is
clawhub · ↓ 37 720 ★ 88
GeneratorPDF
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form o
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 48 828 ★ 65
IntegrationGmail
Gmail API integration with managed OAuth. Read, send, and manage emails, threads, labels, and drafts. Use this skill when users want to interact with Gmail. For other third party a
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 39 080 ★ 75
Analyzer
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabul
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 36 904 ★ 71
IntegrationGmail
API-first email platform designed for AI agents. Create and manage dedicated email inboxes, send and receive emails programmatically, and handle email-based workflows with webhooks
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 37 155 ★ 66
Proceduremissing files
TL;DR: 23 marketing playbooks (CRO, SEO, copy, analytics, experiments, pricing, launches, ads, social). Use to get checklists + copy/paste deliverables fast.
- References files that are not bundled: references/<module>/SKILL.md, references/page-cro/SKILL.md, references/signup-flow-cro/SKILL.md
- 24 referenced file(s) missing: references/<module>/SKILL.md, references/page-cro/SKILL.md, references/signup-flow-cro/SKILL.md
- No condition that starts the skill
clawhub · ↓ 19 932 ★ 115
ProcedureYouTubemissing files
Automate TikTok slideshow marketing for any app or product. Researches competitors, generates AI images, adds text overlays, posts via Postiz, tracks analytics, and iterates on wha
- References files that are not bundled: scripts/rc-api.sh
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/rc-api.sh
clawhub · ↓ 15 247 ★ 143
Integrationmissing files
通过官方 getnote CLI 连接得到大脑,完成浏览器授权、连接诊断、CLI 升级,以及保存、查询、搜索和管理真实笔记。用户要保存链接/图片、上传文件到知识库、查询文件限制、读取标记/发芽报告/时间线、整理知识库/文件夹、订阅博主、管理标签,或明确要求登录、诊断或升级时使用;不会自行安装或更新 Skill。
- References files that are not bundled: scripts/install.sh, references/*.md
- 2 referenced file(s) missing: scripts/install.sh, references/*.md
- Does not say what the result is
clawhub · ↓ 31 046 ★ 66
Integration
Access ATXP paid API tools for web search, AI image generation, music creation, video generation, X/Twitter search, email, and agent account management. Use when users need real-ti
- 14 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (10 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 48 908 ★ 31
Analyzermissing files
TikTok Shop e-commerce data assistant. Search products, find trending items, analyze influencers, explore shops, track video performance, and get ad insights via ecomseer.com. Trig
- References files that are not bundled: {url}, url
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {url}, url
clawhub · ↓ 10 172 ★ 161
IntegrationWhatsAppStripemissing files
WhatsApp Business API integration with managed OAuth. Send messages, manage templates, and handle conversations. Use this skill when users want to interact with WhatsApp Business.
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
clawhub · ↓ 24 395 ★ 61
IntegrationExcelStripemissing files
Microsoft Excel API integration with managed OAuth. Read and write Excel workbooks, worksheets, ranges, tables, and charts stored in OneDrive.
Use this skill when users want to rea
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
clawhub · ↓ 27 839 ★ 42
IntegrationOutlook
Microsoft Outlook API integration with managed OAuth. Read, send, and manage emails, folders, calendar events, and contacts via Microsoft Graph. Use this skill when users want to i
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 17 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 23 648 ★ 46
Integration
A comprehensive Bilibili toolkit that integrates hot trending monitoring, video downloading, video watching/playback, subtitle downloading, and video publishing capabilities into a
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- 15 mutating operations with no state check
clawhub · ↓ 26 257 ★ 33
IntegrationGitHub
GitHub API integration with managed OAuth. Access repositories, issues, pull requests, commits, branches, and users.
Use this skill when users want to interact with GitHub reposito
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 18 556 ★ 47
Integration
Query Polymarket prediction market odds and events via CLI. Search for markets, get current prices, list events by category. Supports sports betting (NFL, NBA, soccer/EPL, Champion
- The response is described with custom markup (7 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 14 603 ★ 60
GeneratorPostgreSQLMySQL
Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/resto
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 21 049 ★ 41